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Browsing by Author "Patel, Nikhil"

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Bacterial Strain Classification using Convolutional Neural Network for Automatic Bacterial Disease Diagnosis

Trivedi, Sandeep; Patel, Nikhil; Faruqui, Nuruzzaman (IEEE, 2023-02-22)

Diseases caused by bacterial contamination are common causes of human illness. Different bacterial strains are responsible for different types of diseases. There are more than 4,900 different strains so far have been ...
An Innovative Deep Neural Network for Stress Classification in Workplace

Patel, Nikhil; Trivedi, Sandeep; Faruqui, Nuruzzaman (IEEE, 2023-04-05)

Human Resource & Management (HRM) plays a vital role in organizational operations. The HRM tries to produce optimal output from human resources through workload balance. One of the core factors of workload balance is stress ...
NDNN based U-Net

Trivedi, Sandeep; Patel, Nikhil; Faruqui, Nuruzzaman (Daffodil International University, 2023-05-03)

Identifying and segmenting brain tumors using multi-sequence 3D volumetric MRI scans is time-consuming and challenging. Deep learning-based automatic image segmentation approaches are promising solutions to segment brain ...
A Novel Lightweight Lung Cancer Classifier through Hybridization of DNN and Comparative Feature Optimizer

Trivedi, Sandeep; Patel, Nikhil; Faruqui, Nuruzzaman (IEEE, 2023-05-25)

The likelihood of successful early cancer nodule detection rises from 68% to 82% when a second radiologist aids in diagnosing lung cancer. Lung cancer nodules can be accurately classified by automatic diagnosis methods ...
A Novel Sedentary Workforce Scheduling Optimization Algorithm using 2nd Order Polynomial Kernel

Patel, Nikhil; Trivedi, Sandeep; Faruqui, Nuruzzaman (IEEE, 2023-04-05)

No two humans are identical. There are variations in their capability, thinking process, and personality. That is why human society is diverse. This diversity is visible everywhere, including in office environments. The ...

Browsing by Author "Patel, Nikhil"

Browsing by Author "Patel, Nikhil"

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